The scent of freshly baked bread filled the apartment, a gesture of goodwill from Leo, her roommate. He was excited, practically vibrating with energy. β€œI found a hamster! A tiny Syrian. He’s gonna be adorable!" But the pleasant aroma was lost on him.

She sat at the kitchen table, tracing patterns in the condensation on her glass, and it felt like being submerged in water. He had no clue, none. They’d agreed on no pets, understanding her position. The quiet now felt suffocating, a constant reminder of absence.

Leo placed a small cardboard box on the table. "He needs a name!" His voice was bright, cheery. She swallowed, trying to force a smile. It failed. "It's a lovely gesture, Leo," she said, her voice barely a whisper, "but I can't."

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276